Algorithm Research & Explore
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1332-1335,1353

Research and simulation of UVFR rumor propagation model based on microblog

Xiao Xiaoyan
Liu Wanping
Wang Yue
Fan Haibo
School of Computer Science & Engineering, Chongqing University of Technology, Chongqing 400054, China

Abstract

This paper studied the dissemination mechanism of rumors on microblog networks. According to its propagation characteristics, the paper divided the audience users of microblog rumors into four categories: unknown, viewer, forwarder and reviewer, thus constructing a network rumor propagation model of UVFR. It used the model to analyze the influence of the main parameters on the propagation process, and proposed the corresponding control strategies. The main feature of the model redefined the rules of rumor propagation and the propagation dynamics equation, which made the propagation formula more in line with the real use habits of micro-blog users. The paper used a multi-agent simulation platform to simulate the spread of rumors in scale-free network structure, and compared the simulation results with the real data of Sina Weibo to verify the ratio-nality and validity of the conclusions. The simulation results show that the more initial propagation nodes, the faster the rumor spread, and the greater the forwarding probability, the wider range the rumor spread.

Foundation Support

国家统计局重点资助项目(2016LZ08)
国家自然科学基金资助项目(61603065,61872051)
重庆市基础科学与前沿技术研究计划资助项目(cstc2015jcyjA40041)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.10.0813
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 5
Section: Algorithm Research & Explore
Pages: 1332-1335,1353
Serial Number: 1001-3695(2020)05-010-1332-04

Publish History

[2020-05-05] Printed Article

Cite This Article

肖晓艳, 刘万平, 王越, 等. 基于微博的UVFR谣言传播模型研究及仿真 [J]. 计算机应用研究, 2020, 37 (5): 1332-1335,1353. (Xiao Xiaoyan, Liu Wanping, Wang Yue, et al. Research and simulation of UVFR rumor propagation model based on microblog [J]. Application Research of Computers, 2020, 37 (5): 1332-1335,1353. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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